Categorical Data Map: A Dimensionality Reduction-Based Approach for Similarity Analysis of Categorical Data
The Categorical Data Map enables similarity-based analysis of categorical data by projecting categorical subsets into a 2D scatterplot using dimensionality reduction techniques. It allows users to pre-attentively detect groups of similar data items and observe the properties of the projection.